Paper Citation Record · LEDGER

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 2 inbound Pith citation observations for arXiv:2508.10971.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.10971 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:19:16.917383Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:25:46.925378Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T10:36:02.594800Z

Reference resolution

36 of 36 outbound references displayed

verified exact4
verified fuzzy2
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9712cffd-2549-42ed-a428-aec4250119c2 · outbound

This paper cites Rule Learning as Machine Translation using the Atomic Knowledge Bank.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Rule Learning as Machine Translation using the Atomic Knowledge Bank

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:19:17.593257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33f87ef7-0c1c-42af-a4f6-179f3d20ff1e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:20.976863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a32e7714-89c6-48b1-9eb3-94d7c7c6a04e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:20.814801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bd9d36e-325b-4ab0-9006-546de75b0dc1 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:14.972450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f8b50a3-f4eb-44d2-9ecd-f8f5929a763e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:20.459404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3b6a3a1-816b-43b9-a244-70132132d785 · outbound

This paper cites Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:19:17.496231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 170f9278-a099-449f-8b80-b2227c26e93e · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Can Large Language Models Be an Alternative to Human Evaluations?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:15.326550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 706bda38-62b7-46a5-be51-9ba990dc7905 · outbound

This paper cites Transformers as Soft Reasoners over Language.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Transformers as Soft Reasoners over Language

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:15.385630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4afc0541-ef19-40ee-b3b7-78fd9424bf63 · outbound

This paper cites Suchanek.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Suchanek

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:19:20.353935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 67ed9e9a-9248-4633-a550-3cd561eda71e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:15.521943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63309be-1c84-4606-8bd6-4c517a91b055 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:20.017096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b1e388f-205b-4717-b9d8-9488330049de · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:15.700502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed7719f9-e100-4eb2-8788-6ade79f92b44 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.835545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5aac516e-f21d-48a0-972c-a8abc956e7a9 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.665257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65fb4143-8ea9-4749-bb5a-32b038a4da6d · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.486364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ffe8302-5bbc-4f9e-8343-e78be5026b38 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.348711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27b141f9-9de2-47b8-8cbc-7062c4f4d4f3 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.174773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6cbbcd1-8228-416b-9856-70c4ba41ba07 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.883475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f19a4de2-5015-4d1c-814c-dbc74717a90e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.755769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e97bc22a-928c-40e7-84c0-12f45be5a47b · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.646269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79feded7-299e-4dac-9656-21619e410bf0 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.502633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fae8be3a-efa8-4763-9486-c45c867b4876 · outbound

This paper cites Chain of Logic: Rule-Based Reasoning with Large Language Models.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Chain of Logic: Rule-Based Reasoning with Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:16.300408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9e113d-50aa-4ed9-b77f-44d2e2894bf4 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.359532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 311ae844-9465-4768-b9a5-4b96ca829f9a · outbound

This paper cites On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:19:17.339770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99826c22-5a51-4939-8fc7-b91a9841d2ff · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.238523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26455cbe-7263-4633-9188-ce53579becbc · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:18.110430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f7c0127-7c62-4a48-98ff-e5fd7618d2a0 · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Zephyr: Direct Distillation of LM Alignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:16.626124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75977ba3-74b9-49b0-bf1f-d4b0ea77026e · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:17.976704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba5bd94f-a93f-4a87-9569-41bd9fdf63e7 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:16.735150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da6b9491-8f41-4b06-97b3-ad26ad1149b8 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:17.851262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf092417-aa35-4bb1-8f7d-56f2363aad18 · outbound

This paper cites Logical Reasoning over Natural Language as Knowledge Representation: A Survey.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Logical Reasoning over Natural Language as Knowledge Representation: A Survey

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:19:17.053118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2946080f-f221-49d8-9e15-6bf8e5e15485 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:17.721852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23b84b42-6410-4d74-9234-46dbfa5b4065 · outbound

This paper cites In SIGMOD.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules In SIGMOD

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:19:20.644703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28d75fad-1fc0-4e45-be7d-8b09fcf0524c · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 2012

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:19.050686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd943dc5-e9de-4689-a655-40e4c171d6d7 · outbound

This paper cites an unresolved cited work.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Unresolved cited work

Reference 2013

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:19:20.200576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3e1d6c7-9097-4bee-acd1-9f60ff6f71f7 · outbound

This paper cites Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T20:19:17.209627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation e87a6bd3-67a7-416d-ba1e-97ab1c6b021e · inbound

A Two-Stage LLM Framework for Accessible and Verified XAI Explanations cites this paper.

A Two-Stage LLM Framework for Accessible and Verified XAI Explanations Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-24T01:14:21.627010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96bb340f-19f4-457d-8236-b3bc3bb0abf5 · inbound

On the Importance and Evaluation of Narrativity in Natural Language AI Explanations cites this paper.

On the Importance and Evaluation of Narrativity in Natural Language AI Explanations Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-24T01:14:21.627010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.